{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11288543","patent":{"patent_number":"US-11288543","title":"Systems and methods for depth refinement using machine learning","assignee":null,"inventors":[],"filing_date":"2020-02-11T00:00:00.000Z","publication_date":"2022-03-29T00:00:00.000Z","cpc_codes":["G06F","G06V","G06V","G06V"],"num_claims":18,"abstract":"In one embodiment, a system may capture one or more images of an object using one or more cameras. The system may detect features of the object depicted in the one or more images. The system may compute, based on the detected features in the one or more images, depth measurements for the object. The system may generate confidence scores associated with the depth measurements. The system may refine the computed depth measurements of the object by processing the depth measurements, the associated confidence scores, and at least one of the one or more images using a machine-learning model trained to refine depth measurements. The trained machine-learning model is configured to process one or more input images to refine the processed depth measurements in the input images."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for depth refinement using machine learning","description":"In one embodiment, a system may capture one or more images of an object using one or more cameras. The system may detect features of the object depicted in the one or more images. The system may compu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11288543","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11288543","citation_suggestion":"Patentable. \"Systems and methods for depth refinement using machine learning\" (US-11288543). https://patentable.app/patents/US-11288543","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11288543","json":"https://patentable.app/api/llm-context/US-11288543","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:28:40.150Z"}